OpenClaw Maturity Scorecard: Release Readiness by Surface

Review release readiness scores for OpenClaw product areas, integrations, and workflows. See coverage, quality, and completeness evidence to identify dependable release candidates.

Maturity scorecard

Release readiness, derived from taxonomy and QA evidence

A clear picture of what is ready, what has been verified, and what remains unfinished.

50 surfaces, 280 capability areas, deterministic coverage combined with human-reviewed quality and completeness.

Explore surfaces / Review QA evidence / Access the taxonomy

What this page is for

This page answers a single question: which OpenClaw surfaces are dependable release candidates, and what evidence backs that assessment? Deterministic QA evidence drives coverage, while quality and completeness are tracked as reviewed maturity scores.

At a glance

68% Maturity score

Alpha Quality + completeness Coverage Experimental - 16% Quality Alpha - 64% Completeness Beta - 71%

Coverage follows an evidence-first approach: an area is not marked "ready" merely because the implementation exists. It does not factor into the maturity score, but OpenClaw intends to sustain end-to-end coverage above 90% for mature Stable-or-better features over time.

Score bands

Experimental0-50%

Alpha50-70%

Beta70-80%

Stable80-95%

Clawesome95-100%

Surface explorer

Surfaces are listed by maturity level, completeness, and quality. LTS support appears next to each row, making release-ready options straightforward to compare.

All surfaces

SurfaceCoverageQualityCompletenessSupport

CLIM4Stable7 areas

CoverageExperimental47%

QualityStable83%

CompletenessStable90%

Partial - 6

Gateway runtimeM4Stable13 areas

CoverageAlpha53%

QualityStable81%

CompletenessStable89%

Partial - 12

Linux Gateway hostM4Stable5 areas

CoverageExperimental0%

QualityBeta75%

CompletenessStable89%

Partial - 4

macOS Gateway hostM4Stable7 areas

CoverageExperimental0%

QualityBeta74%

CompletenessStable88%

None

DiscordM4Stable6 areas

CoverageExperimental32%

QualityBeta73%

CompletenessStable87%

Partial - 4

Android appM4Stable7 areas

CoverageExperimental0%

QualityStable80%

CompletenessStable80%

None

iOS appM4Stable7 areas

CoverageExperimental0%

QualityStable80%

CompletenessStable80%

None

Agent RuntimeM3Beta9 areas

CoverageExperimental23%

QualityBeta78%

CompletenessBeta79%

Partial - 6

Session, memory, and context engineM3Beta9 areas

CoverageExperimental26%

QualityBeta77%

CompletenessBeta79%

Partial - 6

Channel frameworkM3Beta8 areas

CoverageExperimental22%

QualityBeta76%

CompletenessBeta79%

Partial - 5

Browser automation, exec, and sandbox toolsM3Beta3 areas

CoverageExperimental42%

QualityBeta75%

CompletenessBeta79%

Partial - 2

ObservabilityM3Beta5 areas

CoverageExperimental36%

QualityBeta75%

CompletenessBeta79%

Partial - 3

OpenAI and Codex provider pathM3Beta5 areas

CoverageExperimental6%

QualityBeta74%

CompletenessBeta79%

Partial - 3

Gateway Web AppM3Beta6 areas

CoverageExperimental48%

QualityBeta74%

CompletenessBeta79%

None

Web search toolsM3Beta4 areas

CoverageExperimental4%

QualityBeta74%

CompletenessBeta79%

None

PluginsM3Beta9 areas

CoverageExperimental32%

QualityBeta72%

CompletenessBeta79%

Partial - 7

Security, auth, pairing, and secretsM3Beta6 areas

CoverageExperimental14%

QualityBeta72%

CompletenessBeta79%

Partial - 5

Automation: cron, hooks, tasks, pollingM3Beta6 areas

CoverageExperimental49%

QualityBeta72%

CompletenessBeta79%

None

Docker and Podman hostingM3Beta4 areas

CoverageExperimental28%

QualityBeta71%

CompletenessBeta79%

None

Windows via WSL2M3Beta6 areas

CoverageExperimental0%

QualityAlpha69%

CompletenessBeta79%

Partial - 5

Raspberry Pi and small Linux devicesM3Beta4 areas

CoverageExperimental0%

QualityAlpha67%

CompletenessBeta79%

None

Anthropic provider pathM3Beta5 areas

CoverageExperimental0%

QualityBeta71%

CompletenessBeta78%

None

TelegramM3Beta5 areas

CoverageExperimental8%

QualityAlpha68%

CompletenessBeta78%

Full - 5

SlackM3Beta5 areas

CoverageExperimental38%

QualityAlpha66%

CompletenessBeta78%

Full - 5

Google provider pathM3Beta5 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

iMessage and BlueBubblesM3Beta5 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

macOS companion appM3Beta8 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

OpenRouter provider pathM3Beta4 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

WhatsAppM3Beta5 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

Media understanding and media generationM2Alpha6 areas

CoverageExperimental43%

QualityAlpha64%

CompletenessAlpha68%

None

Image, video, and music generation toolsM2Alpha5 areas

CoverageExperimental0%

QualityAlpha61%

CompletenessAlpha68%

None

Local model providers: Ollama, vLLM, SGLang, LM StudioM2Alpha5 areas

CoverageExperimental0%

QualityAlpha61%

CompletenessAlpha68%

None

Long-tail hosted providersM2Alpha3 areas

CoverageExperimental8%

QualityAlpha61%

CompletenessAlpha68%

None

Voice and realtime talkM2Alpha6 areas

CoverageExperimental2%

QualityAlpha61%

CompletenessAlpha68%

None

MatrixM2Alpha6 areas

CoverageAlpha65%

QualityAlpha60%

CompletenessAlpha67%

None

Google ChatM2Alpha5 areas

CoverageExperimental0%

QualityAlpha59%

CompletenessAlpha66%

None

Microsoft TeamsM2Alpha5 areas

CoverageExperimental0%

QualityAlpha59%

CompletenessAlpha66%

None

SignalM2Alpha5 areas

CoverageExperimental0%

QualityAlpha59%

CompletenessAlpha66%

None

TUIM2Alpha5 areas

CoverageClawesome100%

QualityAlpha59%

CompletenessAlpha66%

None

Native WindowsM2Alpha4 areas

CoverageExperimental0%

QualityAlpha58%

CompletenessAlpha66%

Partial - 1

ClawHubM2Alpha4 areas

CoverageExperimental20%

QualityAlpha58%

CompletenessAlpha62%

None

Kubernetes hostingM2Alpha4 areas

CoverageExperimental0%

QualityAlpha55%

CompletenessAlpha61%

None

Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channelsM2Alpha4 areas

CoverageExperimental0%

QualityAlpha55%

CompletenessAlpha58%

None

Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology ChatM2Alpha4 areas

CoverageExperimental0%

QualityAlpha53%

CompletenessAlpha54%

None

OpenClaw App SDKM2Alpha6 areas

CoverageAlpha64%

QualityAlpha54%

CompletenessAlpha53%

None

Nix install pathM1Experimental5 areas

CoverageExperimental0%

QualityExperimental41%

CompletenessExperimental44%

None

Voice Call channelM1Experimental5 areas

CoverageExperimental10%

QualityExperimental41%

CompletenessExperimental44%

None

watchOS companion surfacesM1Experimental5 areas

CoverageExperimental0%

QualityExperimental41%

CompletenessExperimental44%

None

Linux companion appM0Planned5 areas

CoverageExperimental0%

QualityExperimental19%

CompletenessExperimental21%

None

Native Windows companion appM0Planned5 areas

CoverageExperimental0%

QualityExperimental19%

CompletenessExperimental21%

None

Core

SurfaceCoverageQualityCompletenessSupport

CLIM4Stable7 areas

CoverageExperimental47%

QualityStable83%

CompletenessStable90%

Partial - 6

Gateway runtimeM4Stable13 areas

CoverageAlpha53%

QualityStable81%

CompletenessStable89%

Partial - 12

Agent RuntimeM3Beta9 areas

CoverageExperimental23%

QualityBeta78%

CompletenessBeta79%

Partial - 6

Session, memory, and context engineM3Beta9 areas

CoverageExperimental26%

QualityBeta77%

CompletenessBeta79%

Partial - 6

Channel frameworkM3Beta8 areas

CoverageExperimental22%

QualityBeta76%

CompletenessBeta79%

Partial - 5

ObservabilityM3Beta5 areas

CoverageExperimental36%

QualityBeta75%

CompletenessBeta79%

Partial - 3

Gateway Web AppM3Beta6 areas

CoverageExperimental48%

QualityBeta74%

CompletenessBeta79%

None

PluginsM3Beta9 areas

CoverageExperimental32%

QualityBeta72%

CompletenessBeta79%

Partial - 7

Security, auth, pairing, and secretsM3Beta6 areas

CoverageExperimental14%

QualityBeta72%

CompletenessBeta79%

Partial - 5

Automation: cron, hooks, tasks, pollingM3Beta6 areas

CoverageExperimental49%

QualityBeta72%

CompletenessBeta79%

None

Media understanding and media generationM2Alpha6 areas

CoverageExperimental43%

QualityAlpha64%

CompletenessAlpha68%

None

Voice and realtime talkM2Alpha6 areas

CoverageExperimental2%

QualityAlpha61%

CompletenessAlpha68%

None

TUIM2Alpha5 areas

CoverageClawesome100%

QualityAlpha59%

CompletenessAlpha66%

None

ClawHubM2Alpha4 areas

CoverageExperimental20%

QualityAlpha58%

CompletenessAlpha62%

None

OpenClaw App SDKM2Alpha6 areas

CoverageAlpha64%

QualityAlpha54%

CompletenessAlpha53%

None

Platform

SurfaceCoverageQualityCompletenessSupport

Linux Gateway hostM4Stable5 areas

CoverageExperimental0%

QualityBeta75%

CompletenessStable89%

Partial - 4

macOS Gateway hostM4Stable7 areas

CoverageExperimental0%

QualityBeta74%

CompletenessStable88%

None

Android appM4Stable7 areas

CoverageExperimental0%

QualityStable80%

CompletenessStable80%

None

iOS appM4Stable7 areas

CoverageExperimental0%

QualityStable80%

CompletenessStable80%

None

Docker and Podman hostingM3Beta4 areas

CoverageExperimental28%

QualityBeta71%

CompletenessBeta79%

None

Windows via WSL2M3Beta6 areas

CoverageExperimental0%

QualityAlpha69%

CompletenessBeta79%

Partial - 5

Raspberry Pi and small Linux devicesM3Beta4 areas

CoverageExperimental0%

QualityAlpha67%

CompletenessBeta79%

None

macOS companion appM3Beta8 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

Native WindowsM2Alpha4 areas

CoverageExperimental0%

QualityAlpha58%

CompletenessAlpha66%

Partial - 1

Kubernetes hostingM2Alpha4 areas

CoverageExperimental0%

QualityAlpha55%

CompletenessAlpha61%

None

Nix install pathM1Experimental5 areas

CoverageExperimental0%

QualityExperimental41%

CompletenessExperimental44%

None

watchOS companion surfacesM1Experimental5 areas

CoverageExperimental0%

QualityExperimental41%

CompletenessExperimental44%

None

Linux companion appM0Planned5 areas

CoverageExperimental0%

QualityExperimental19%

CompletenessExperimental21%

None

Native Windows companion appM0Planned5 areas

CoverageExperimental0%

QualityExperimental19%

CompletenessExperimental21%

None

Channel

SurfaceCoverageQualityCompletenessSupport

DiscordM4Stable6 areas

CoverageExperimental32%

QualityBeta73%

CompletenessStable87%

Partial - 4

TelegramM3Beta5 areas

CoverageExperimental8%

QualityAlpha68%

CompletenessBeta78%

Full - 5

SlackM3Beta5 areas

CoverageExperimental38%

QualityAlpha66%

CompletenessBeta78%

Full - 5

iMessage and BlueBubblesM3Beta5 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

WhatsAppM3Beta5 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

MatrixM2Alpha6 areas

CoverageAlpha65%

QualityAlpha60%

CompletenessAlpha67%

None

Google ChatM2Alpha5 areas

CoverageExperimental0%

QualityAlpha59%

CompletenessAlpha66%

None

Microsoft TeamsM2Alpha5 areas

CoverageExperimental0%

QualityAlpha59%

CompletenessAlpha66%

None

SignalM2Alpha5 areas

CoverageExperimental0%

QualityAlpha59%

CompletenessAlpha66%

None

Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channelsM2Alpha4 areas

CoverageExperimental0%

QualityAlpha55%

CompletenessAlpha58%

None

Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology ChatM2Alpha4 areas

CoverageExperimental0%

QualityAlpha53%

CompletenessAlpha54%

None

Voice Call channelM1Experimental5 areas

CoverageExperimental10%

QualityExperimental41%

CompletenessExperimental44%

None

Provider and tool

SurfaceCoverageQualityCompletenessSupport

Browser automation, exec, and sandbox toolsM3Beta3 areas

CoverageExperimental42%

QualityBeta75%

CompletenessBeta79%

Partial - 2

OpenAI and Codex provider pathM3Beta5 areas

CoverageExperimental6%

QualityBeta74%

CompletenessBeta79%

Partial - 3

Web search toolsM3Beta4 areas

CoverageExperimental4%

QualityBeta74%

CompletenessBeta79%

None

Anthropic provider pathM3Beta5 areas

CoverageExperimental0%

QualityBeta71%

CompletenessBeta78%

None

Google provider pathM3Beta5 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

OpenRouter provider pathM3Beta4 areas

CoverageExperimental0%

QualityAlpha66%

CompletenessBeta78%

None

Image, video, and music generation toolsM2Alpha5 areas

CoverageExperimental0%

QualityAlpha61%

CompletenessAlpha68%

None

Local model providers: Ollama, vLLM, SGLang, LM StudioM2Alpha5 areas

CoverageExperimental0%

QualityAlpha61%

CompletenessAlpha68%

None

Long-tail hosted providersM2Alpha3 areas

CoverageExperimental8%

QualityAlpha61%

CompletenessAlpha68%

None

QA evidence summary

The checks below show which scorecard areas were exercised by QA profile evidence.

Full taxonomy validation 2026-08-16T19:54:39.705Z 406 checks - 313 passed, 35 failed, 51 blocked, 7 skipped 22 of 281 (7.8%) areas - 402 of 2002 (20.1%) features - 402 of 2002 (20.1%) coverage IDs

Readiness by area

Open a surface to inspect the evidence state of each category. The list stays collapsed so the page remains useful at a glance.

Agent Runtime - 9 areas

7 partially reviewed / 2 needs review

AreaFeatures / coverage IDsFollow-up

Agent Turn Execution Partially reviewed - Full taxonomy validation

11 of 31 (35.5%) / 11 of 31 (35.5%) 20 capability gaps

External Runtimes and Subagents Partially reviewed - Full taxonomy validation

2 of 10 (20%) / 2 of 10 (20%) 8 capability gaps

Hosted Provider Execution Partially reviewed - Full taxonomy validation

1 of 5 (20%) / 1 of 5 (20%) 4 capability gaps

Local and Self-hosted Providers Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Model and Runtime Selection Partially reviewed - Full taxonomy validation

1 of 11 (9.1%) / 1 of 11 (9.1%) 10 capability gaps

Provider Auth Needs review - Full taxonomy validation

0 of 17 (0%) / 0 of 17 (0%) 17 capability gaps

Streaming and Progress Partially reviewed - Full taxonomy validation

2 of 9 (22.2%) / 2 of 9 (22.2%) 7 capability gaps

Tool Calls and Response Handling Partially reviewed - Full taxonomy validation

9 of 26 (34.6%) / 9 of 26 (34.6%) 17 capability gaps

Tool Execution Controls Partially reviewed - Full taxonomy validation

8 of 12 (66.7%) / 8 of 12 (66.7%) 4 capability gaps

Android app - 7 areas

7 needs review

AreaFeatures / coverage IDsFollow-up

Connection Setup Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Device Runtime Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Distribution Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Media Capture Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Mobile Chat Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Settings Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Voice Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Anthropic provider path - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Media Inputs Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Model and Runtime Selection Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

Prompt Cache and Context Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Provider Auth and Recovery Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Request Transport and Turn Semantics Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

OpenClaw App SDK - 6 areas

1 ready / 5 partially reviewed

AreaFeatures / coverage IDsFollow-up

Agent Conversations Ready - Full taxonomy validation

6 of 6 (100%) / 6 of 6 (100%) None

Client API Partially reviewed - Full taxonomy validation

3 of 4 (75%) / 3 of 4 (75%) 1 capability gap

Compatibility Partially reviewed - Full taxonomy validation

2 of 5 (40%) / 2 of 5 (40%) 3 capability gaps

Events and Approvals Partially reviewed - Full taxonomy validation

2 of 5 (40%) / 2 of 5 (40%) 3 capability gaps

Gateway Access Partially reviewed - Full taxonomy validation

3 of 5 (60%) / 3 of 5 (60%) 2 capability gaps

Resource Helpers Partially reviewed - Full taxonomy validation

4 of 6 (66.7%) / 4 of 6 (66.7%) 2 capability gaps

Automation: cron, hooks, tasks, polling - 6 areas

2 ready / 2 partially reviewed / 2 needs review

AreaFeatures / coverage IDsFollow-up

Automation Hooks Ready - Full taxonomy validation

11 of 11 (100%) / 11 of 11 (100%) None

Background Tasks and Flows Ready - Full taxonomy validation

10 of 10 (100%) / 10 of 10 (100%) None

Cron Jobs Partially reviewed - Full taxonomy validation

12 of 22 (54.5%) / 12 of 22 (54.5%) 10 capability gaps

Event Ingress Needs review - Full taxonomy validation

0 of 15 (0%) / 0 of 15 (0%) 15 capability gaps

Heartbeat Needs review - Full taxonomy validation

Channel framework - 8 areas

7 partially reviewed / 1 needs review

AreaFeatures / coverage IDsFollow-up

Channel Actions Commands and Approvals Partially reviewed - Full taxonomy validation

1 of 5 (20%) / 1 of 5 (20%) 4 capability gaps

Channel Setup Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Conversation Routing and Delivery Partially reviewed - Full taxonomy validation

3 of 31 (9.7%) / 3 of 31 (9.7%) 28 capability gaps

Group Thread and Ambient Room Behavior Partially reviewed - Full taxonomy validation

4 of 13 (30.8%) / 4 of 13 (30.8%) 9 capability gaps

Inbound Access and Identity Gates Partially reviewed - Full taxonomy validation

3 of 8 (37.5%) / 3 of 8 (37.5%) 5 capability gaps

Media Attachments and Rich Channel Data Partially reviewed - Full taxonomy validation

2 of 4 (50%) / 2 of 4 (50%) 2 capability gaps

Outbound Delivery and Reply Pipeline Partially reviewed - Full taxonomy validation

4 of 30 (13.3%) / 4 of 30 (13.3%) 26 capability gaps

Status Health and Operator Controls Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

ClawHub - 4 areas

1 needs review / 3 partially reviewed

AreaFeatures / coverage IDsFollow-up

Catalog Discovery Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Compatibility and Trust Partially reviewed - Full taxonomy validation

1 of 12 (8.3%) / 1 of 12 (8.3%) 11 capability gaps

Plugin Lifecycle and Health Partially reviewed - Full taxonomy validation

4 of 26 (15.4%) / 4 of 26 (15.4%) 22 capability gaps

Publishing Partially reviewed - Full taxonomy validation

4 of 7 (57.1%) / 4 of 7 (57.1%) 3 capability gaps

CLI - 7 areas

1 needs review / 6 partially reviewed

AreaFeatures / coverage IDsFollow-up

CLI Observability Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

CLI Setup Partially reviewed - Full taxonomy validation

5 of 6 (83.3%) / 5 of 6 (83.3%) 1 capability gap

Doctor Partially reviewed - Full taxonomy validation

1 of 10 (10%) / 1 of 10 (10%) 9 capability gaps

Gateway Service Management Partially reviewed - Full taxonomy validation

4 of 7 (57.1%) / 4 of 7 (57.1%) 3 capability gaps

Onboarding and Auth Setup Partially reviewed - Full taxonomy validation

4 of 5 (80%) / 4 of 5 (80%) 1 capability gap

Plugin and Channel Setup Partially reviewed - Full taxonomy validation

2 of 5 (40%) / 2 of 5 (40%) 3 capability gaps

Updates and Upgrades Partially reviewed - Full taxonomy validation

3 of 5 (60%) / 3 of 5 (60%) 2 capability gaps

Mattermost, LINE, IRC, Nextcloud Talk, Nostr, Twitch, Tlon, Synology Chat - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media and Rich Content Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Docker and Podman hosting - 4 areas

4 partially reviewed

AreaFeatures / coverage IDsFollow-up

Agent Sandbox and Tooling Partially reviewed - Full taxonomy validation

1 of 3 (33.3%) / 1 of 3 (33.3%) 2 capability gaps

Container Operations Partially reviewed - Full taxonomy validation

2 of 11 (18.2%) / 2 of 11 (18.2%) 9 capability gaps

Container Setup Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

Image Release and Validation Partially reviewed - Full taxonomy validation

3 of 7 (42.9%) / 3 of 7 (42.9%) 4 capability gaps

Gateway Web App - 6 areas

4 partially reviewed / 1 needs review / 1 ready

AreaFeatures / coverage IDsFollow-up

Browser Access and Trust Partially reviewed - Full taxonomy validation

3 of 5 (60%) / 3 of 5 (60%) 2 capability gaps

Browser Realtime Talk Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Browser UI Partially reviewed - Full taxonomy validation

4 of 12 (33.3%) / 4 of 12 (33.3%) 8 capability gaps

Configuration Ready - Full taxonomy validation

5 of 5 (100%) / 5 of 5 (100%) None

Operator Console Partially reviewed - Full taxonomy validation

10 of 12 (83.3%) / 10 of 12 (83.3%) 2 capability gaps

WebChat Conversations Partially reviewed - Full taxonomy validation

2 of 20 (10%) / 2 of 20 (10%) 18 capability gaps

Discord - 6 areas

4 partially reviewed / 1 needs review / 1 ready

AreaFeatures / coverage IDsFollow-up

Access and Identity Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Conversation Routing and Delivery Partially reviewed - Full taxonomy validation

2 of 12 (16.7%) / 2 of 12 (16.7%) 10 capability gaps

Media and Rich Content Ready - Full taxonomy validation

1 of 1 (100%) / 1 of 1 (100%) None

Native Controls and Approvals Partially reviewed - Full taxonomy validation

1 of 5 (20%) / 1 of 5 (20%) 4 capability gaps

Realtime Voice and Calls Partially reviewed - Full taxonomy validation

2 of 5 (40%) / 2 of 5 (40%) 3 capability gaps

Gateway runtime - 13 areas

7 partially reviewed / 2 needs review / 4 ready

AreaFeatures / coverage IDsFollow-up

Approvals and Remote Execution Partially reviewed - Full taxonomy validation

4 of 6 (66.7%) / 4 of 6 (66.7%) 2 capability gaps

Device Auth and Pairing Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Gateway Lifecycle Partially reviewed - Full taxonomy validation

2 of 12 (16.7%) / 2 of 12 (16.7%) 10 capability gaps

Gateway RPC APIs and Events Partially reviewed - Full taxonomy validation

18 of 22 (81.8%) / 18 of 22 (81.8%) 4 capability gaps

Health, Diagnostics, and Repair Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Hosted Web Surface Partially reviewed - Full taxonomy validation

3 of 4 (75%) / 3 of 4 (75%) 1 capability gap

HTTP APIs Ready - Full taxonomy validation

4 of 4 (100%) / 4 of 4 (100%) None

Network Access and Discovery Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

Nodes and Remote Capabilities Ready - Full taxonomy validation

8 of 8 (100%) / 8 of 8 (100%) None

Protocol Compatibility Ready - Full taxonomy validation

7 of 7 (100%) / 7 of 7 (100%) None

Roles and Permissions Partially reviewed - Full taxonomy validation

1 of 5 (20%) / 1 of 5 (20%) 4 capability gaps

Security Controls Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

Ready - Full taxonomy validation

8 of 8 (100%) / 8 of 8 (100%) None

Google provider path - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Direct Gemini Runtime Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Media, Search, and Realtime Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Model Routing and Endpoints Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Prompt Caching Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Provider Setup and Credentials Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Google Chat - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 16 (0%) / 0 of 16 (0%) 16 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media and Rich Content Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Native Controls and Approvals Needs review - Full taxonomy validation

0 of 16 (0%) / 0 of 16 (0%) 16 capability gaps

Long-tail hosted providers - 3 areas

2 needs review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up

Hosted LLM Providers Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

Hosted Media Providers Partially reviewed - Full taxonomy validation

2 of 8 (25%) / 2 of 8 (25%) 6 capability gaps

Provider Operations Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

iMessage and BlueBubbles - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Media and Rich Content Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Native Controls and Approvals Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

iOS app - 8 areas

8 needs review

AreaFeatures / coverage IDsFollow-up

Canvas and Screen Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Chat and Sessions Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Device Commands Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Distribution Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Gateway Setup and Diagnostics Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Media and Sharing Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Notifications and Background Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Voice Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Kubernetes hosting - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up

Access and Exposure Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Cluster Lifecycle Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Configuration and Secrets Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Deployment Setup Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Linux companion app - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

App Distribution Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Chat and Sessions Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Desktop Capabilities Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Gateway Connectivity Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Status and Diagnostics Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Linux Gateway host - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Deployment Targets Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Diagnostics and Repair Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Gateway Runtime and Service Control Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Host Setup and Updates Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Remote Access and Security Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Local model providers: Ollama, vLLM, SGLang, LM Studio - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Local Memory and Embeddings Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Native Provider Plugins Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Network Safety and Prompt Controls Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

OpenAI-Compatible Runtime Compatibility Needs review - Full taxonomy validation

0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps

Provider Setup, Lifecycle, and Diagnostics Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

macOS companion app - 8 areas

8 needs review

AreaFeatures / coverage IDsFollow-up

Canvas Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Local Setup Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Native Capabilities Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Remote Connections Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Remote WebChat Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Status and Settings Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Voice and Talk Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

WebChat Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

macOS Gateway host - 7 areas

7 needs review

AreaFeatures / coverage IDsFollow-up

CLI Setup Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Diagnostics and Observability Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Gateway Service Lifecycle Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Local Gateway Integration Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Permissions and Native Capabilities Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Profiles and Isolation Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Remote Gateway Mode Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Matrix - 6 areas

2 partially reviewed / 1 needs review / 3 ready

AreaFeatures / coverage IDsFollow-up

Access and Identity Partially reviewed - Full taxonomy validation

4 of 7 (57.1%) / 4 of 7 (57.1%) 3 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Conversation Routing and Delivery Ready - Full taxonomy validation

1 of 1 (100%) / 1 of 1 (100%) None

Encryption and Verification Ready - Full taxonomy validation

3 of 3 (100%) / 3 of 3 (100%) None

Media and Rich Content Ready - Full taxonomy validation

1 of 1 (100%) / 1 of 1 (100%) None

Native Controls and Approvals Partially reviewed - Full taxonomy validation

2 of 6 (33.3%) / 2 of 6 (33.3%) 4 capability gaps

Image, video, and music generation tools - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Image Generation Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Media Routing and Discovery Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Music Generation Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Task Lifecycle and Delivery Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

Video Generation Needs review - Full taxonomy validation

0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps

Media understanding and media generation - 6 areas

2 needs review / 3 partially reviewed / 1 ready

AreaFeatures / coverage IDsFollow-up

Channel Media Handling Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Media Configuration Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media Generation Partially reviewed - Full taxonomy validation

8 of 21 (38.1%) / 8 of 21 (38.1%) 13 capability gaps

Media Intake and Access Partially reviewed - Full taxonomy validation

5 of 8 (62.5%) / 5 of 8 (62.5%) 3 capability gaps

Media Understanding Partially reviewed - Full taxonomy validation

8 of 14 (57.1%) / 8 of 14 (57.1%) 6 capability gaps

Text-to-Speech Delivery Ready - Full taxonomy validation

2 of 2 (100%) / 2 of 2 (100%) None

Microsoft Teams - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Media and Rich Content Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Native Controls and Approvals Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Nix install path - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Activation and App UX Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Config and State Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Install Handoff Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Plugin Lifecycle Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Service Runtime and Guards Needs review - Full taxonomy validation

0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps

Observability - 5 areas

5 partially reviewed

AreaFeatures / coverage IDsFollow-up

Diagnostic Collection Partially reviewed - Full taxonomy validation

1 of 10 (10%) / 1 of 10 (10%) 9 capability gaps

Health and Repair Partially reviewed - Full taxonomy validation

9 of 18 (50%) / 9 of 18 (50%) 9 capability gaps

Logging Partially reviewed - Full taxonomy validation

2 of 5 (40%) / 2 of 5 (40%) 3 capability gaps

Session Diagnostics Partially reviewed - Full taxonomy validation

1 of 4 (25%) / 1 of 4 (25%) 3 capability gaps

Telemetry Export Partially reviewed - Full taxonomy validation

14 of 26 (53.8%) / 14 of 26 (53.8%) 12 capability gaps

OpenAI and Codex provider path - 5 areas

3 needs review / 2 partially reviewed

AreaFeatures / coverage IDsFollow-up

Image and Multimodal Input Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Model and Auth Partially reviewed - Full taxonomy validation

1 of 9 (11.1%) / 1 of 9 (11.1%) 8 capability gaps

Native Codex Harness Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

Responses and Tool Compatibility Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

Voice and Realtime Audio Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

OpenRouter provider path - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up

Chat Runtime and Normalization Needs review - Full taxonomy validation

0 of 15 (0%) / 0 of 15 (0%) 15 capability gaps

Media Generation and Speech Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Provider Recovery and Diagnostics Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Provider Setup and Auth Needs review - Full taxonomy validation

0 of 14 (0%) / 0 of 14 (0%) 14 capability gaps

Plugins - 9 areas

1 ready / 5 partially reviewed / 3 needs review

AreaFeatures / coverage IDsFollow-up

Authoring and Packaging plugins Ready - Full taxonomy validation

8 of 8 (100%) / 8 of 8 (100%) None

Bundled plugins Partially reviewed - Full taxonomy validation

2 of 5 (40%) / 2 of 5 (40%) 3 capability gaps

Canvas plugin Partially reviewed - Full taxonomy validation

2 of 6 (33.3%) / 2 of 6 (33.3%) 4 capability gaps

Channel plugins Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Installing and running plugins Partially reviewed - Full taxonomy validation

10 of 24 (41.7%) / 10 of 24 (41.7%) 14 capability gaps

Plugin approvals Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Provider and tool plugins Partially reviewed - Full taxonomy validation

3 of 22 (13.6%) / 3 of 22 (13.6%) 19 capability gaps

Publishing plugins Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Testing plugins Partially reviewed - Full taxonomy validation

6 of 11 (54.5%) / 6 of 11 (54.5%) 5 capability gaps

Feishu, QQ Bot, WeChat, Yuanbao, Zalo, Zalo Personal, regional channels - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media and Rich Content Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Security, auth, pairing, and secrets - 6 areas

3 partially reviewed / 3 needs review

AreaFeatures / coverage IDsFollow-up

Approval Policy and Tool Safeguards Partially reviewed - Full taxonomy validation

1 of 6 (16.7%) / 1 of 6 (16.7%) 5 capability gaps

Channel Access Control Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Credential and Secret Hygiene Partially reviewed - Full taxonomy validation

5 of 11 (45.5%) / 5 of 11 (45.5%) 6 capability gaps

Device and Node Pairing Needs review - Full taxonomy validation

0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps

Gateway Auth and Remote Access Partially reviewed - Full taxonomy validation

2 of 9 (22.2%) / 2 of 9 (22.2%) 7 capability gaps

Plugin Trust Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Session, memory, and context engine - 9 areas

2 ready / 4 needs review / 3 partially reviewed

AreaFeatures / coverage IDsFollow-up

CLI Session and Transcript Management Ready - Full taxonomy validation

2 of 2 (100%) / 2 of 2 (100%) None

Context Engine Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Core Prompts and Context Partially reviewed - Full taxonomy validation

1 of 8 (12.5%) / 1 of 8 (12.5%) 7 capability gaps

Cross-client History and Session Parity Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Diagnostics, Maintenance, and Recovery Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Memory Partially reviewed - Full taxonomy validation

1 of 22 (4.5%) / 1 of 22 (4.5%) 21 capability gaps

Session Routing Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Token Management Partially reviewed - Full taxonomy validation

2 of 10 (20%) / 2 of 10 (20%) 8 capability gaps

Transcript Persistence Ready - Full taxonomy validation

2 of 2 (100%) / 2 of 2 (100%) None

Signal - 5 areas

5 needs review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media and Rich Content Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Native Controls and Approvals Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Slack - 5 areas

1 needs review / 3 partially reviewed / 1 ready

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Channel Setup and Operations Partially reviewed - Full taxonomy validation

1 of 10 (10%) / 1 of 10 (10%) 9 capability gaps

Conversation Routing and Delivery Partially reviewed - Full taxonomy validation

4 of 7 (57.1%) / 4 of 7 (57.1%) 3 capability gaps

Media and Rich Content Ready - Full taxonomy validation

1 of 1 (100%) / 1 of 1 (100%) None

Native Controls and Approvals Partially reviewed - Full taxonomy validation

2 of 8 (25%) / 2 of 8 (25%) 6 capability gaps

Raspberry Pi and small Linux devices - 4 areas

4 needs review

AreaFeatures / coverage IDsFollow-up

Gateway Runtime Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Performance and Diagnostics Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Remote Access and Auth Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Setup and Compatibility Needs review - Full taxonomy validation

0 of 12 (0%) / 0 of 12 (0%) 12 capability gaps

Telegram - 5 areas

3 needs review / 2 partially reviewed

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Channel Setup and Operations Partially reviewed - Full taxonomy validation

2 of 10 (20%) / 2 of 10 (20%) 8 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media and Rich Content Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Native Controls and Approvals Partially reviewed - Full taxonomy validation

2 of 11 (18.2%) / 2 of 11 (18.2%) 9 capability gaps

Browser automation, exec, and sandbox tools - 3 areas

3 partially reviewed

AreaFeatures / coverage IDsFollow-up

Browser Automation Partially reviewed - Full taxonomy validation

2 of 8 (25%) / 2 of 8 (25%) 6 capability gaps

Sandbox and Tool Policy Partially reviewed - Full taxonomy validation

3 of 6 (50%) / 3 of 6 (50%) 3 capability gaps

Tool Invocation and Execution Partially reviewed - Full taxonomy validation

4 of 8 (50%) / 4 of 8 (50%) 4 capability gaps

TUI - 5 areas

5 ready

AreaFeatures / coverage IDsFollow-up

Input and Commands Ready - Full taxonomy validation

8 of 8 (100%) / 8 of 8 (100%) None

Local Shell Execution Ready - Full taxonomy validation

4 of 4 (100%) / 4 of 4 (100%) None

Rendering and Output Safety Ready - Full taxonomy validation

4 of 4 (100%) / 4 of 4 (100%) None

Runtime Modes Ready - Full taxonomy validation

14 of 14 (100%) / 14 of 14 (100%) None

Session Management Ready - Full taxonomy validation

3 of 3 (100%) / 3 of 3 (100%) None

Voice Call channel - 5 areas

4 needs review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Channel Setup and Operations Partially reviewed - Full taxonomy validation

1 of 2 (50%) / 1 of 2 (50%) 1 capability gap

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 1 (0%) / 0 of 1 (0%) 1 capability gap

Media and Rich Content Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Realtime Voice and Calls Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Voice and realtime talk - 6 areas

5 need review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up

Native App Talk Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Realtime Talk Sessions Partially reviewed - Full taxonomy validation

1 of 11 (9.1%) / 1 of 11 (9.1%) 10 capability gaps

Speech and Transcription Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Talk Observability Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Talk Providers Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Voice Wake and Routing Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

watchOS companion surfaces - 5 areas

5 need review

AreaFeatures / coverage IDsFollow-up

Delivery and Recovery Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Distribution and Support Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Exec Approvals Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Notifications and Replies Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Watch App UI Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Web search tools - 4 areas

3 need review / 1 partially reviewed

AreaFeatures / coverage IDsFollow-up

Network Safety Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Search Providers Needs review - Full taxonomy validation

0 of 19 (0%) / 0 of 19 (0%) 19 capability gaps

Setup and Diagnostics Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Tool Availability and Fetch Partially reviewed - Full taxonomy validation

2 of 12 (16.7%) / 2 of 12 (16.7%) 10 capability gaps

WhatsApp - 5 areas

5 need review

AreaFeatures / coverage IDsFollow-up

Access and Identity Needs review - Full taxonomy validation

0 of 7 (0%) / 0 of 7 (0%) 7 capability gaps

Channel Setup and Operations Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Conversation Routing and Delivery Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Media and Rich Content Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Native Controls and Approvals Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Native Windows companion app - 5 areas

5 need review

AreaFeatures / coverage IDsFollow-up

Chat Sessions Needs review - Full taxonomy validation

0 of 2 (0%) / 0 of 2 (0%) 2 capability gaps

Desktop Tools and Permissions Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

Gateway Connection Needs review - Full taxonomy validation

0 of 3 (0%) / 0 of 3 (0%) 3 capability gaps

Installation and Updates Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Status and Repair Needs review - Full taxonomy validation

0 of 5 (0%) / 0 of 5 (0%) 5 capability gaps

Native Windows - 4 areas

4 need review

AreaFeatures / coverage IDsFollow-up

CLI Needs review - Full taxonomy validation

0 of 9 (0%) / 0 of 9 (0%) 9 capability gaps

Gateway Management Needs review - Full taxonomy validation

0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps

Networking Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Updates Needs review - Full taxonomy validation

0 of 4 (0%) / 0 of 4 (0%) 4 capability gaps

Windows via WSL2 - 6 areas

6 need review

AreaFeatures / coverage IDsFollow-up

Browser and Control UI Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

CLI Needs review - Full taxonomy validation

0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps

Diagnostics and Repair Needs review - Full taxonomy validation

0 of 8 (0%) / 0 of 8 (0%) 8 capability gaps

Gateway Access and Exposure Needs review - Full taxonomy validation

0 of 11 (0%) / 0 of 11 (0%) 11 capability gaps

Gateway Service Lifecycle Needs review - Full taxonomy validation

0 of 10 (0%) / 0 of 10 (0%) 10 capability gaps

WSL Setup Needs review - Full taxonomy validation

0 of 6 (0%) / 0 of 6 (0%) 6 capability gaps

Last updated: 2026-08-02

7,804 words · updated Aug 25, 2026